Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add asherzj/ashers-agent-skills --skill wayfindergit clone --depth 1 https://github.com/asherzj/ashers-agent-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/asherzj/ashers-agent-skills/wayfinder)<a href="https://agentmods.dev/skills/asherzj/ashers-agent-skills/wayfinder"><img src="https://agentmods.dev/badge/skills/asherzj/ashers-agent-skills/wayfinder/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/asherzj/ashers-agent-skills/wayfinder"><img src="https://agentmods.dev/badge/skills/asherzj/ashers-agent-skills/wayfinder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00060 | $0.03285 |
| Opus 5 | $0.00030 | $0.01643 |
| Sonnet 5 | $0.00012 | $0.00657 |
| Haiku 4.5 | $0.00006 | $0.00329 |
Grade A, and why
wayfinder scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 129 lines — stays where its author put it; the contents beside it link to each section on GitHub.
一个松散的想法到来了:它大到单个 agent 会话装不下,还笼罩在迷雾中,从这里通往目的地(destination)的路还看不见。探路(wayfinding)要找的是这条路,而不是直冲目的地。本 skill 把这条路绘制成仓库工单系统(issue tracker)上的一张共享地图(shared map),然后逐一推进其中的决策工单(decision ticket)(这些问题各自的解答本身就是一个决策,而不是待执行的构建切片),直到路线清晰为止。
目的地因每项工作而异,为它命名是绘图的第一步:它塑造之后的每一张工单。它可以是一份用于交接和迭代的 spec(规格说明)、一个在规划开始前就要锁定的决策,也可以是一次就地完成的变更,比如数据结构迁移。这张地图与领域无关:工程工作、课程内容,任何符合这个形状的东西都可以。
规划,而非执行
Wayfinder 默认做的是规划:每张工单解决一个决策;当路径已清晰、在有人去实际动手之前再无待决事项时,地图就算完成。那种想直接把活干了的冲动,通常正说明你已到达地图的边缘,该交接了。一项工作可以在其 Notes 中覆盖这一默认,把执行也纳入地图本身;但若没有这类说明,就产出决策,而不是交付物。
用名称引用
每张地图和每张工单都是一个 issue,因此都有一个名字:它的标题。在人类阅读的一切内容里(叙述文字、地图的 Decisions so far),都用这个名字称呼它,绝不用裸的 id、编号或 slug。满屏的 #42, #43, #44 无法辨读;名字一眼即懂。id 和 URL 并不会消失:名字包裹着它的链接,它们_藏在_名字里面,绝不能取而代之。
地图
地图是本仓库工单系统上的单个 issue,带 wayfinder:map 标签,是权威工件。它的工单是地图的子 issue。
地图是索引,不是存储。它列出已做出的决策,并指向承载细节的工单;一个决策只存在于一个地方——它的工单——所以地图从不复述决策,只给出摘要和链接。
地图、其子工单、阻塞关系以及前沿(frontier)查询实际存放在哪里,因工单系统而异。 工单系统本应已经提供给你。如果没有,请让用户运行 /setup-engineering-skills。请查阅工单系统文档中的“寻路操作”一节,了解_本_仓库如何表达这些内容。如果确实没有提供任何工单系统,默认使用本地 Markdown 工单系统。
地图正文
整张地图的低分辨率视图,每个会话加载一次。open 状态的工单不列出:它们是 open 的子 issue,靠查询获取。
## Destination
<what reaching the end of this map looks like: the spec, decision, or change this effort is finding its way to. One or two lines; every session orients to it before choosing a ticket.>
## Notes
<domain; skills every session should consult; standing preferences for this effort>
## Decisions so far
<!-- the index: one line per closed ticket, enough to judge relevance, then zoom the link for the detail the ticket holds -->
- [<closed ticket title>](link): <one-line gist of the answer>
## Not yet specified
<!-- see "Fog of war": in-scope fog you can't ticket yet; graduates as the frontier advances -->
## Out of scope
<!-- see "Out of scope": work ruled beyond the destination; closed, never graduates -->
工单
每张工单都是地图的子 issue;工单系统的 issue id 就是它的身份标识。工单正文就是问题本身,规模以一个 100K token 的 agent 会话为限:
## Question
<the decision or investigation this ticket resolves>
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 129 lines · 60 tokens per session scan A 3653f87a203b
wayfinder is a skill published in the GitHub repository asherzj/ashers-agent-skills (2 stars, last pushed 13d ago), licensed MIT. It adds 60 tokens to every session and 3,285 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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List all managed projects with status, branch, open PRs, and open issue counts — portfolio-level view.